Zobrazeno 1 - 10
of 283
pro vyhledávání: '"Sarnyai Zoltán"'
Machine Learning is transforming medical research by improving diagnostic accuracy and personalizing treatments. General ML models trained on large datasets identify broad patterns across populations, but their effectiveness is often limited by the d
Externí odkaz:
http://arxiv.org/abs/2412.16199
Introduction Schizophrenia is a severe mental disorder, and early diagnosis is key to improving outcomes. Its complexity makes predicting onset and progression challenging. EEG has emerged as a valuable tool for studying schizophrenia, with machine l
Externí odkaz:
http://arxiv.org/abs/2410.19739
Introduction. Low-cost health monitoring devices are increasingly being used for mental health related studies including stress. While cortisol response magnitude remains the gold standard indicator for stress assessment, a growing number of studies
Externí odkaz:
http://arxiv.org/abs/2403.05577
Introduction. We investigate the generalization ability of models built on datasets containing a small number of subjects, recorded in single study protocols. Next, we propose and evaluate methods combining these datasets into a single, large dataset
Externí odkaz:
http://arxiv.org/abs/2209.15146
Publikováno v:
International Journal of Medical Informatics Volume 173, May 2023, 105026
Introduction. The stress response has both subjective, psychological and objectively measurable, biological components. Both of them can be expressed differently from person to person, complicating the development of a generic stress measurement mode
Externí odkaz:
http://arxiv.org/abs/2209.15137
Publikováno v:
In Current Opinion in Behavioral Sciences June 2024 57
Autor:
Mawrin Christian, Sarnyai Zoltán, Bernstein Hans-Gert, Guillemin Gilles J, Gos Tomasz, Walter Martin, Steiner Johann, Brisch Ralf, Bielau Hendrik, zu Schwabedissen Louise, Bogerts Bernhard, Myint Aye-Mu
Publikováno v:
Journal of Neuroinflammation, Vol 8, Iss 1, p 94 (2011)
Abstract Background Immune dysfunction, including monocytosis and increased blood levels of interleukin-1, interleukin-6 and tumour necrosis factor α has been observed during acute episodes of major depression. These peripheral immune processes may
Externí odkaz:
https://doaj.org/article/5f56e9d43685448586f760304143bf0c
Publikováno v:
In Journal of Biomedical Informatics December 2023 148
Publikováno v:
In International Journal of Medical Informatics May 2023 173